Run
521057

Run 521057

Task 3584 (Supervised Classification) fri_c4_1000_100 Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.extraTrees(5)Learner classif.extraTrees from package(s) extraTrees.
classif.extraTrees(5)_seed1
classif.extraTrees(5)_kindMersenne-Twister
classif.extraTrees(5)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7668
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7798
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5531
Cross-validation details (10-fold Crossvalidation)
KB relative information score
565.7952
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.212
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4918
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8046
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.788
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9882
Cross-validation details (10-fold Crossvalidation)
Recall
0.788
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.431
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4959
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4604
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9285
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.963
UserCPU time millis testing
0.43
UserCPU time millis training
5.533